| Literature DB >> 31100898 |
Eline D'Haene1, Sam Desiere2, Marijke D'Haese3, Wim Verbeke4, Koen Schoors5.
Abstract
The impact of religious behavior on food systems in developing economies has been understated in scholarly studies. With its different Christian, Islamic, and traditional faiths, Ethiopia emerges as a suitable country to investigate the impact of religious practices on demand. The inclusion of livestock products in Ethiopian diets is extremely low, even by African standards, a phenomenon often explained by supply and marketing problems combined with low income levels. We deviate from this dominant narrative and single out the impact of religion. We show how fasting practices of Orthodox Christians, the largest religious group, affect milk intake decisions and channels through which consumed milk is sourced. Employing country-wide data collected by the Living Standards Measurement Studies, we find, as expected, that Orthodox fasting adversely affects milk consumption and decreases the share of milk sourced from own production in Orthodox households, an effect we quantify in this paper. Moreover, we observe spillover effects of Orthodox fasting on other religious groups in dominant Orthodox localities. Our findings improve understanding of the broader societal implication of religiously inspired consumption rituals and underscore the challenges resulting from religion-induced demand cycles to design policies that aim at developing the livestock sector.Entities:
Keywords: Ethiopia; consumers; demand seasonality; milk intake; religion
Year: 2019 PMID: 31100898 PMCID: PMC6560392 DOI: 10.3390/foods8050167
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Figure 1(a) Average observed milk consumption and (b) proportion of households consuming milk across religious groups during Orthodox fasting and non-fasting; with confidence intervals drawn at α = 0.05; *** and ** represent statistical significance at a probability of less than 1% and 5%, respectively.
Descriptive household characteristics of consuming and non-consuming Orthodox households during Lent.
| Mean (std. errors) | ||
|---|---|---|
| Non-Consuming Orthodox Households | Consuming Orthodox Households | |
| Proportion of male heads | 0.58 (0.02) a | 0.64 (0.03) a |
| Age heads | 43.17 (0.59) a | 41.72 (1.01) a |
| Proportion of married heads | 0.54 (0.02) a | 0.70 (0.03) b |
| Proportion of heads with: | ||
| Illiterate or informal education | 0.40 (0.02) a | 0.30 (0.03) b |
| Primary education | 0.26 (0.02) a | 0.29 (0.03) a |
| Secondary education | 0.23 (0.02) a | 0.31 (0.03) b |
| College/university education | 0.10 (0.01) a | 0.10 (0.02) a |
| Number of young children (0–6) | 0.46 (0.03) a | 0.86 (0.06) b |
| Number of children (7–9) | 0.27 (0.02) a | 0.35 (0.04) a |
| Number of elderly (65 and above) | 0.17 (0.01) a | 0.12 (0.03) a |
| Number of remaining members (10–64) | 2.93 (0.07) a | 3.34 (0.13) b |
| Milk cow herd size | 0.20 (0.02) a | 0.44 (0.08) b |
| Milk goat herd size | 0.00 (0.00) | 0 (0) |
| Income (Birr/week) | 403.65 (11.92) a | 683.62 (35.54) b |
| Proportion residing in: | ||
| Rural area | 0.32 (0.02) a | 0.26 (0.03) a |
| Small town area (urban) | 0.06 (0.01) a | 0.04 (0.01) a |
| Large town area (urban) | 0.62 (0.02) a | 0.70 (0.03) b |
a,b Means within a row with different superscripts differ significantly (p < 0.05). Standard errors are given in brackets.
Figure 2(a) Average share of home production and (b) purchase in total milk intake among milk-consuming religious households during Orthodox fasting and non-fasting; with confidence intervals drawn at α = 0.05; *** and ** represent statistical significance at a probability of less than 1% and 5%, respectively.
Results from Probit models.
| Independent Variable | Probit 1 | Probit 2 | Probit 3 | Probit 4 |
|---|---|---|---|---|
| Religion | ||||
| Protestant | 0.07 (0.09) | 0.24 (0.07) *** | 0.08 (0.08) | 0.22 (0.07) *** |
| Muslim | 0.46 (0.08) *** | 0.54 (0.06) *** | 0.50 (0.07) *** | 0.48 (0.06) *** |
| Other | 0.29 (0.19) | 0.47 (0.13) *** | 0.28 (0.16) * | 0.34 (0.16) ** |
| Interaction (religion × interview period) | ||||
| Orthodox × fasting | −0.29 (0.07) *** | - | −0.34 (0.07) *** | - |
| Protestant × fasting | 0.12 (0.12) | - | 0.09 (0.11) | - |
| Muslim × fasting | −0.21 (0.09) ** | - | −0.23 (0.08) *** | - |
| Other × fasting | −0.22 (0.33) | - | 0.20 (0.27) | - |
| Interaction (religion × interview period × milk cow herd size) | ||||
| Protestant × nonfasting × milk cow herd size | 0.04 (0.08) | - | - | −0.03 (0.08) |
| Muslim × nonfasting × milk cow herd size | 0.17 (0.10) * | - | - | 0.16 (0.10) * |
| Other × nonfasting × milk cow herd size | −0.01 (0.19) | - | - | −0.03 (0.19) |
| Orthodox × fasting × milk cow herd size | −0.16 (0.08) ** | - | - | −0.28 (0.07) *** |
| Protestant × fasting × milk cow herd size | −0.03 (0.14) | - | - | −0.03 (0.13) |
| Muslim × fasting × milk cow herd size | 0.11 (0.11) | - | - | −0.03 (0.10) |
| Other × fasting × milk cow herd size | 1.56 (0.63) ** | - | - | 1.36 (0.58) ** |
| Household controls | Yes | Yes | Yes | Yes |
| Location controls | Yes | Yes | Yes | Yes |
| Constant | −4.11 (0.35) *** | −4.30 (0.35) *** | −4.19 (0.35) *** | −4.20 (0.35) *** |
| Pseudo R2 | 0.27 | 0.26 | 0.26 | 0.26 |
***, **, and * represent statistical significance at a probability of less than 1%, 5%, and 10%, respectively. Standard errors are given between brackets.
Predicted probability to consume milk at the household level evaluated at the mean of the covariates.
| Independent Variable | Average Predicted Probability to Consume Milk |
|---|---|
| Religion | |
| Protestant | 0.08 (0.02 ) *** |
| Muslim | 0.20 (0.02) *** |
| Other | 0.19 (0.06) *** |
| Interview period | |
| Fasting | −0.08 (0.02) *** |
| Interaction (religion × interview period) | |
| Orthodox × non-fasting | 0.28 (0.02) *** |
| Orthodox × fasting | 0.18 (0.02) *** |
| Protestant × non-fasting | 0.31 (0.02) *** |
| Protestant × fasting | 0.34 (0.03) *** |
| Muslim × non-fasting | 0.47 (0.02) *** |
| Muslim × fasting | 0.38 (0.03) *** |
| Other × non-fasting | 0.38 (0.06) *** |
| Other × fasting | 0.53 (0.11) *** |
| Sex head ( | −0.07 (0.02) *** |
| Age head | 0.00 (0.00) |
| Marital status head ( | 0.01 (0.02) |
| Educational background head | |
| Primary education | −0.01 (0.02) |
| Secondary education | 0.09 (0.03) *** |
| College/university education | 0.09 (0.04) ** |
| Number of young children (0–6) | 0.03 (0.01) *** |
| Number of children (7–9) | 0.02 (0.01) |
| Number of elderly (65 and above) | 0.05 (0.02) ** |
| Number of remaining members (10–64) | −0.02 (0.01) *** |
| Milk cow herd size | 0.20 (0.02) *** |
| Milk goat herd size | 0.02 (0.01) ** |
| Logarithm of income | 0.21 (0.01) *** |
| Location ( | |
| Small town (urban) | −0.07 (0.03) ** |
| Large town (urban) | 0.09 (0.03) *** |
| Region | Yes |
| Milk price | −0.03 (0.01) *** |
*** and ** represent statistical significance at a probability of less than 1% and 5%, respectively. Standard errors are given between brackets.
Results from the Heckprobit model testing the likelihood to consume milk from own production.
| Independent Variable | First Stage | Second Stage |
|---|---|---|
| Religion | ||
| Protestant | 0.06 (0.09) | −0.20 (0.27) |
| Muslim | 0.44 (0.08) *** | −0.15 (0.28) |
| Other | 0.30 (0.19) | −0.78 (0.37) ** |
| Interaction (religion × interview period) | ||
| Orthodox × fasting | −0.30 (0.07) *** | 0.49 (0.52) |
| Protestant × fasting | 0.12 (0.12) | 0.64 (0.27) ** |
| Muslim × fasting | −0.20 (0.09) ** | −0.13 (0.14) |
| Other × fasting | −0.27 (0.33) | 0.77 (0.80) |
| EA Orthodox concentration | - | 0.38 (0.32) |
| Interaction (religion × EA Orthodox concentration) | ||
| Protestant × EA Orthodox concentration | - | −0.61 (0.63) |
| Muslim × EA Orthodox concentration | - | −0.63 (0.56) |
| Other × EA Orthodox concentration | - | 4.19 (3.10) |
| Interaction (interview period × EA Orthodox concentration) | - | −0.39 (0.61) |
| Interaction (religion × interview period × EA Orthodox concentration) | ||
| Protestant × fasting × EA Orthodox concentration | - | 0.84 (1.06) |
| Muslim × fasting × EA Orthodox concentration | - | 0.15 (1.15) |
| Other × fasting × EA Orthodox concentration | - | −2.94 (3.57) |
| Interaction (religion × interview period × milk cow herd size) | ||
| Protestant × non-fasting × milk cow herd size | 0.05 (0.08) | - |
| Muslim × non-fasting × milk cow herd size | 0.19 (0.10) * | - |
| Other × non-fasting × milk cow herd size | −0.02 (0.19) | - |
| Orthodox × fasting × milk cow herd size | −0.14 (0.08) * | - |
| Protestant × fasting × milk cow herd size | −0.01 (0.14) | - |
| Muslim × fasting × milk cow herd size | 0.12 (0.11) | - |
| Other × fasting × milk cow herd size | 1.65 (0.63) ** | - |
| Sex head | −0.19 (0.06) *** | 0.16 (0.12) |
| Age head | 0.00 (0.00) | 0.00 (0.00) |
| Marital status head | 0.03 (0.07) | 0.11 (0.13) |
| Educational background head | ||
| Primary education | −0.03 (0.06) | −0.27 (0.10) *** |
| Secondary education | 0.24 (0.08) *** | −0.93 (0.16) *** |
| College/university education | 0.25 (0.10) ** | −0.96 (0.25) *** |
| Household size | - | 0.10 (0.02) *** |
| Number of young children (0–6) | 0.09 (0.02) *** | - |
| Number of children (7–9) | 0.05 (0.04) | - |
| Number of elderly (65 and above) | 0.12 (0.07) * | - |
| Number of remaining members (10–64) | −0.04 (0.01) *** | - |
| Milk cow herd size | 1.62 (0.27) *** | 1.10 (0.46) ** |
| Milk goat herd size | 0.06 (0.02) ** | 0.03 (0.02) |
| Logarithm of income | 0.66 (0.04) *** | −0.17 (0.10) |
| Interaction (logarithm of income × milk cow herd size) | −0.20 (0.04) *** | −0.16 (0.07) ** |
| Location | ||
| Small town (urban) | 1.47 (0.63) ** | 0.16 (0.88) |
| Large town (urban) | 0.08 (0.33) | −0.54 (0.74) |
| Region | Yes | Yes |
| Milk price | −0.08 (0.02) *** | 0.13 (0.03) *** |
| Interaction (location × milk price) | ||
| Small town × milk price | −0.15 (0.05) *** | −0.08 (0.08) |
| Large town × milk price | 0.01 (0.03) | −0.13 (0.06) ** |
| Interaction (location × milk cow herd size) | ||
| Small town × milk cow herd size | 0.24 (0.13) * | 0.09 (0.12) |
| Large town × milk cow herd size | 0.15 (0.19) | 1.08 (0.32) *** |
| Constant | −4.12 (0.35) *** | −0.23 (0.91) |
| Athrho | −0.67 (0.26) *** | |
***, **, and * represent statistical significance at a probability of less than 1%, 5%, and 10%, respectively. Standard errors are given between brackets. The dependent variable in the first stage regression is a dummy variable that takes on the value 1 if the household consumed milk in the last seven days prior to the interview and 0 otherwise. The dependent variable in the second stage regression is a dummy variable which takes on the value 1 if part of the milk consumed by the household originates from own production and 0 otherwise.
Results from the Heckprobit model testing the likelihood to consume purchased milk.
| Independent Variable | First Stage | Second Stage |
|---|---|---|
| Religion | ||
| Protestant | 0.06 (0.09) | −0.01 (0.29) |
| Muslim | 0.46 (0.08) *** | −0.03 (0.29) |
| Other | 0.33 (0.19) * | 0.49 (0.39) |
| Interaction (religion × interview period) | ||
| Orthodox × fasting | −0.30 (0.07) *** | −0.70 (0.45) |
| Protestant × fasting | 0.12 (0.12) | −0.54 (0.28) * |
| Muslim × fasting | −0.22 (0.09) ** | −0.07 (0.14) |
| Other × fasting | −0.27 (0.33) | −0.32 (0.87) |
| EA Orthodox concentration | - | −0.71 (0.34) ** |
| Interaction (religion × EA Orthodox concentration) | ||
| Protestant × EA Orthodox concentration | - | 0.61 (0.63) |
| Muslim × EA Orthodox concentration | - | 1.11 (0.55) ** |
| Other × EA Orthodox concentration | - | −1.87 (1.70) |
| Interaction (interview period × EA Orthodox concentration) | - | 0.88 (0.56) |
| Interaction (religion × interview period × EA Orthodox concentration) | ||
| Protestant × fasting × EA Orthodox concentration | - | −0.12 (1.01) |
| Muslim × fasting × EA Orthodox concentration | - | −0.94 (0.89) |
| Other × fasting × EA Orthodox concentration | - | 1.68 (3.13) |
| Interaction (religion × interview period × milk cow herd size) | ||
| Protestant × non-fasting × milk cow herd size | 0.06 (0.08) | - |
| Muslim × non-fasting × milk cow herd size | 0.17 (0.10) * | - |
| Other × non-fasting × milk cow herd size | −0.04 (0.19) | - |
| Orthodox × fasting × milk cow herd size | −0.15 (0.08) * | - |
| Protestant × fasting × milk cow herd size | 0.00 (0.14) | - |
| Muslim × fasting × milk cow herd size | 0.13 (0.11) | - |
| Other × fasting × milk cow herd size | 1.50 (0.65) ** | - |
| Sex head | −0.20 (0.06) *** | −0.34 (0.12) *** |
| Age head | 0.00 (0.00) | −0.00 (0.00) |
| Marital status head | 0.05 (0.07) | 0.11 (0.13) |
| Educational background head | ||
| Primary education | −0.03 (0.06) | 0.36 (0.11) *** |
| Secondary education | 0.25 (0.08) *** | 0.72 (0.15) *** |
| College/university education | 0.25 (0.10) ** | 0.78 (0.21) *** |
| Household size | - | −0.05 (0.02) ** |
| Number of young children (0–6) | 0.09 (0.02) *** | - |
| Number of children (7–9) | 0.05 (0.04) | - |
| Number of elderly (65 and above) | 0.14 (0.07) ** | - |
| Number of remaining members (10–64) | −0.04 (0.01) *** | - |
| Milk cow herd size | 1.62 (0.26) *** | −0.25 (0.49) |
| Milk goat herd size | 0.05 (0.02) ** | 0.02 (0.02) |
| Logarithm of income | 0.66 (0.04) *** | 0.42 (0.10) *** |
| Interaction (logarithm of income × milk cow herd size) | −0.20 (0.04) *** | 0.00 (0.08) |
| Location | ||
| Small town (urban) | 1.20 (0.65) * | 0.85 (1.18) |
| Large town (urban) | 0.07 (0.33) | −1.19 (0.62) * |
| Region | Yes | Yes |
| Milk price | −0.08 (0.02) *** | −0.20 (0.03) *** |
| Interaction (location × milk price) | ||
| Small town × milk price | −0.12 (0.06) ** | 0.01 (0.10) |
| Large town × milk price | 0.01 (0.03) | 0.24 (0.05) *** |
| Interaction (location × milk cow herd size) | ||
| Small town × milk cow herd size | 0.23 (0.13) * | −0.10 (0.13) |
| Large town × milk cow herd size | 0.11 (0.19) | −0.41 (0.26) |
| Constant | −4.05 (0.35) *** | −0.55 (0.91) |
| Athrho | 0.62 (0.25) ** | |
***, **, and * represent statistical significance at a probability of less than 1%, 5%, and 10%, respectively. Standard errors are given between brackets. The dependent variable in the first stage regression is a dummy variable that takes on the value 1 if the household consumed milk in the last seven days prior to the interview and 0 otherwise. The dependent variable in the second stage regression is a dummy variable that takes on the value 1 if part of the milk consumed by the household was sourced through purchase and 0 otherwise.